Google Cloud Ai Platform V1 Client - Class DatasetServiceClient (0.18.0)

Version 0.18.0

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Beta

This library is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class DatasetServiceClient.

Service Description: The service that handles the CRUD of Vertex AI Dataset and its child resources.

This class is currently experimental and may be subject to changes.

Namespace

Google \ Cloud \ AIPlatform \ V1 \ Client

Methods

__construct

Constructor.

Parameters
Name	Description
options	array Optional. Options for configuring the service API wrapper.
↳ apiEndpoint	string The address of the API remote host. May optionally include the port, formatted as "
↳ credentials	string|array|FetchAuthTokenInterface|CredentialsWrapper The credentials to be used by the client to authorize API calls. This option accepts either a path to a credentials file, or a decoded credentials file as a PHP array. Advanced usage: In addition, this option can also accept a pre-constructed Google\Auth\FetchAuthTokenInterface object or Google\ApiCore\CredentialsWrapper object. Note that when one of these objects are provided, any settings in $credentialsConfig will be ignored.
↳ credentialsConfig	array Options used to configure credentials, including auth token caching, for the client. For a full list of supporting configuration options, see Google\ApiCore\CredentialsWrapper::build() .
↳ disableRetries	bool Determines whether or not retries defined by the client configuration should be disabled. Defaults to false.
↳ clientConfig	string|array Client method configuration, including retry settings. This option can be either a path to a JSON file, or a PHP array containing the decoded JSON data. By default this settings points to the default client config file, which is provided in the resources folder.
↳ transport	string|TransportInterface The transport used for executing network requests. May be either the string rest or grpc. Defaults to grpc if gRPC support is detected on the system. Advanced usage: Additionally, it is possible to pass in an already instantiated Google\ApiCore\Transport\TransportInterface object. Note that when this object is provided, any settings in $transportConfig, and any $apiEndpoint setting, will be ignored.
↳ transportConfig	array Configuration options that will be used to construct the transport. Options for each supported transport type should be passed in a key for that transport. For example: $transportConfig = [ 'grpc' => [...], 'rest' => [...], ]; See the Google\ApiCore\Transport\GrpcTransport::build() and Google\ApiCore\Transport\RestTransport::build() methods for the supported options.
↳ clientCertSource	callable A callable which returns the client cert as a string. This can be used to provide a certificate and private key to the transport layer for mTLS.

createDataset

Creates a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::createDatasetAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateDatasetRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

deleteDataset

Deletes a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::deleteDatasetAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteDatasetRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

exportData

Exports data from a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::exportDataAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ExportDataRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

getAnnotationSpec

Gets an AnnotationSpec.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getAnnotationSpecAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetAnnotationSpecRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\AnnotationSpec

getDataset

Gets a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getDatasetAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetDatasetRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\Dataset

importData

Imports data into a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::importDataAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ImportDataRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\OperationResponse

listAnnotations

Lists Annotations belongs to a dataitem

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listAnnotationsAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListAnnotationsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

listDataItems

Lists DataItems in a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listDataItemsAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListDataItemsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

listDatasets

Lists Datasets in a Location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listDatasetsAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListDatasetsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

listSavedQueries

Lists SavedQueries in a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listSavedQueriesAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListSavedQueriesRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

searchDataItems

Searches DataItems in a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::searchDataItemsAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\SearchDataItemsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

updateDataset

Updates a Dataset.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::updateDatasetAsync() .

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateDatasetRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\AIPlatform\V1\Dataset

getLocation

Gets information about a location.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getLocationAsync() .

Parameters
Name	Description
request	Google\Cloud\Location\GetLocationRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Location\Location

listLocations

Lists information about the supported locations for this service.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listLocationsAsync() .

Parameters
Name	Description
request	Google\Cloud\Location\ListLocationsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\ApiCore\PagedListResponse

getIamPolicy

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getIamPolicyAsync() .

Parameters
Name	Description
request	Google\Cloud\Iam\V1\GetIamPolicyRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Iam\V1\Policy

setIamPolicy

Sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::setIamPolicyAsync() .

Parameters
Name	Description
request	Google\Cloud\Iam\V1\SetIamPolicyRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Iam\V1\Policy

testIamPermissions

Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::testIamPermissionsAsync() .

Parameters
Name	Description
request	Google\Cloud\Iam\V1\TestIamPermissionsRequest A request to house fields associated with the call.
callOptions	array Optional.
↳ retrySettings	RetrySettings|array Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage.

Returns
Type	Description
Google\Cloud\Iam\V1\TestIamPermissionsResponse

createDatasetAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\CreateDatasetRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

deleteDatasetAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\DeleteDatasetRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

exportDataAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ExportDataRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getAnnotationSpecAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetAnnotationSpecRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getDatasetAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\GetDatasetRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

importDataAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ImportDataRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listAnnotationsAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListAnnotationsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listDataItemsAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListDataItemsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listDatasetsAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListDatasetsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listSavedQueriesAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\ListSavedQueriesRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

searchDataItemsAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\SearchDataItemsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

updateDatasetAsync

Parameters
Name	Description
request	Google\Cloud\AIPlatform\V1\UpdateDatasetRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getLocationAsync

Parameters
Name	Description
request	Google\Cloud\Location\GetLocationRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

listLocationsAsync

Parameters
Name	Description
request	Google\Cloud\Location\ListLocationsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getIamPolicyAsync

Parameters
Name	Description
request	Google\Cloud\Iam\V1\GetIamPolicyRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

setIamPolicyAsync

Parameters
Name	Description
request	Google\Cloud\Iam\V1\SetIamPolicyRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

testIamPermissionsAsync

Parameters
Name	Description
request	Google\Cloud\Iam\V1\TestIamPermissionsRequest
optionalArgs = []	array

Returns
Type	Description
GuzzleHttp\Promise\PromiseInterface

getOperationsClient

Return an OperationsClient object with the same endpoint as $this.

Returns
Type	Description
Google\ApiCore\LongRunning\OperationsClient

resumeOperation

Resume an existing long running operation that was previously started by a long running API method. If $methodName is not provided, or does not match a long running API method, then the operation can still be resumed, but the OperationResponse object will not deserialize the final response.

Parameters
Name	Description
operationName	string The name of the long running operation
methodName	string The name of the method used to start the operation

Returns
Type	Description
Google\ApiCore\OperationResponse

static::annotationSpecName

Formats a string containing the fully-qualified path to represent a annotation_spec resource.

Parameters
Name	Description
project	string
location	string
dataset	string
annotationSpec	string

Returns
Type	Description
string	The formatted annotation_spec resource.

static::dataItemName

Formats a string containing the fully-qualified path to represent a data_item resource.

Parameters
Name	Description
project	string
location	string
dataset	string
dataItem	string

Returns
Type	Description
string	The formatted data_item resource.

static::datasetName

Formats a string containing the fully-qualified path to represent a dataset resource.

Parameters
Name	Description
project	string
location	string
dataset	string

Returns
Type	Description
string	The formatted dataset resource.

static::locationName

Formats a string containing the fully-qualified path to represent a location resource.

Parameters
Name	Description
project	string
location	string

Returns
Type	Description
string	The formatted location resource.

static::savedQueryName

Formats a string containing the fully-qualified path to represent a saved_query resource.

Parameters
Name	Description
project	string
location	string
dataset	string
savedQuery	string

Returns
Type	Description
string	The formatted saved_query resource.

static::parseName

Parses a formatted name string and returns an associative array of the components in the name.

The following name formats are supported: Template: Pattern

• annotationSpec: projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}
• dataItem: projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}
• dataset: projects/{project}/locations/{location}/datasets/{dataset}
• location: projects/{project}/locations/{location}
• savedQuery: projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}

The optional $template argument can be supplied to specify a particular pattern, and must match one of the templates listed above. If no $template argument is provided, or if the $template argument does not match one of the templates listed, then parseName will check each of the supported templates, and return the first match.

Parameters
Name	Description
formattedName	string The formatted name string
template	string Optional name of template to match

Returns
Type	Description
array	An associative array from name component IDs to component values.